Clustering data with hclust algorithm for (Study ST003936)
GC POSITIVE ION MODE (Analysis AN006479)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| a-Hydroxyisobutyric acid | ME1044508 | 0.78 | 1.19 | 0.81 | 0.84 | 0.99 | 0.93 | 1.31 | 0.81 | 0.81 | 0.90 | 1.06 | 1.15 | 0.97 | 1.05 | 0.97 | 1.26 | 1.01 | 1.05 |
| capric acid | ME1044514 | 1.11 | 0.99 | 1.11 | 0.90 | 0.96 | 0.87 | 1.68 | 0.81 | 0.63 | 1.25 | 1.13 | 1.09 | 0.93 | 0.89 | 0.90 | 1.09 | 0.98 | 0.97 |
| 2-Hydroxy-3-methylbutyric acid | ME1044498 | 1.15 | 0.90 | 1.10 | 0.93 | 0.96 | 0.96 | 1.48 | 0.77 | 0.66 | 1.08 | 1.15 | 1.11 | 0.80 | 0.89 | 0.95 | 1.10 | 0.97 | 0.91 |
| Arabitol | ME1044510 | 1.23 | 0.84 | 1.08 | 1.20 | 0.91 | 0.95 | 0.18 | 1.33 | 0.66 | 1.18 | 1.00 | 0.92 | 0.90 | 0.95 | 1.00 | 0.69 | 1.37 | 1.06 |
| 3-indoleacetic acid | ME1044506 | 0.81 | 1.13 | 0.81 | 0.84 | 1.03 | 1.04 | 1.55 | 0.71 | 0.91 | 0.89 | 1.01 | 1.10 | 0.96 | 0.94 | 1.12 | 1.24 | 1.05 | 1.04 |
| beta-hydroxyisovalerate | ME1044513 | 0.86 | 0.67 | 1.91 | 2.09 | 1.08 | 2.07 | 0.02 | 2.01 | 1.66 | 0.09 | 0.82 | 0.54 | 0.79 | 0.43 | 0.52 | 0.11 | 0.86 | 0.79 |
| 2-Hydroxybutyric acid | ME1044499 | 0.84 | 0.93 | 0.93 | 0.85 | 1.09 | 0.79 | 1.69 | 0.87 | 1.18 | 0.82 | 0.91 | 1.27 | 1.04 | 1.00 | 1.15 | 1.24 | 0.89 | 0.89 |
| 2-ketoisovaleric acid | ME1044503 | 0.81 | 1.11 | 0.80 | 0.80 | 0.99 | 1.04 | 1.45 | 0.55 | 0.97 | 0.93 | 1.14 | 1.25 | 0.80 | 0.94 | 0.89 | 1.53 | 0.91 | 0.99 |
| 2-Hydroxyvaleric acid | ME1044500 | 0.91 | 0.83 | 0.81 | 0.75 | 0.95 | 1.01 | 3.05 | 0.64 | 0.55 | 0.92 | 0.89 | 1.02 | 1.10 | 1.15 | 1.51 | 0.73 | 1.52 | 0.71 |
| 2-Keto-3-methylvaleric acid | ME1044501 | 0.91 | 0.83 | 0.85 | 0.67 | 0.98 | 0.71 | 1.83 | 0.53 | 0.73 | 0.67 | 1.24 | 1.34 | 0.81 | 0.94 | 0.88 | 1.58 | 0.63 | 1.60 |
| 1 monostearin | ME1044494 | 1.07 | 1.04 | 0.85 | 0.81 | 0.92 | 1.29 | 0.96 | 0.49 | 1.21 | 0.91 | 0.99 | 1.06 | 0.83 | 0.96 | 1.06 | 1.69 | 1.05 | 0.98 |
| 2,3-butanediol | ME1044497 | 0.95 | 0.95 | 0.64 | 0.90 | 1.34 | 1.00 | NA | 0.51 | 1.18 | 0.86 | 0.95 | 1.12 | 0.81 | 1.14 | 0.69 | 1.10 | 1.00 | 1.39 |
| 1-stearoyl-rac-glycerol | ME1044496 | 1.03 | 1.01 | 0.80 | 0.84 | 1.01 | 1.00 | 1.52 | 0.72 | 1.09 | 0.96 | 1.03 | 1.27 | 0.96 | 0.97 | 0.92 | 1.19 | 0.90 | 1.04 |
| 1-Monopalmitin | ME1044495 | 0.76 | 0.95 | 0.67 | 0.91 | 0.89 | 1.06 | 1.16 | 1.08 | NA | 0.64 | 1.27 | 1.14 | 0.84 | 1.28 | 0.78 | 1.31 | 0.78 | 0.96 |
| 2-Ketoisocaproic acid | ME1044502 | 1.04 | 0.78 | 0.94 | 1.08 | 0.78 | 0.83 | 0.43 | 1.09 | 1.12 | 1.52 | 0.85 | 1.04 | 1.48 | 1.13 | 1.10 | 1.12 | 1.13 | 0.88 |
| caprylic acid | ME1044515 | 0.76 | 0.79 | 0.82 | 0.60 | 0.91 | 0.74 | 1.47 | 1.25 | 0.66 | 1.03 | 0.89 | 0.89 | 0.69 | 1.51 | 1.63 | 0.79 | 1.77 | 1.43 |
| 2-Stearoylglycerol | ME1044504 | 1.07 | 1.19 | 0.89 | 0.63 | 1.09 | 1.00 | 1.52 | 0.65 | 1.24 | 0.58 | 0.94 | 1.12 | 1.00 | 1.01 | 1.15 | 1.43 | 1.03 | 0.97 |
| 5-hydroxy-L-tryptophan | ME1044507 | 0.61 | 1.42 | 0.72 | 0.61 | 0.86 | 0.65 | 2.41 | 0.65 | 0.52 | 0.70 | 1.13 | 1.82 | 0.74 | 1.04 | 0.87 | 1.49 | 0.68 | 1.19 |
| alpha ketoglutaric acid | ME1044509 | 0.86 | 1.15 | 1.03 | 0.84 | 1.07 | 0.97 | 0.91 | 0.74 | 0.78 | 0.86 | 0.94 | 0.89 | 1.00 | 1.26 | 1.16 | 1.16 | 1.01 | 1.04 |
| 3-Hydroxybutyric acid | ME1044505 | 0.55 | 0.59 | 0.79 | 0.53 | 1.01 | 0.87 | 0.94 | 1.78 | 0.65 | 0.58 | 0.77 | 0.96 | 0.50 | 0.78 | 2.62 | 1.10 | 2.41 | 1.16 |
| aspartic acid | ME1044511 | 0.45 | 1.62 | 0.49 | 0.66 | 1.00 | 1.09 | 3.26 | 0.58 | 0.29 | 0.87 | 0.94 | 1.07 | 0.81 | 1.21 | 1.04 | 1.74 | 0.82 | 1.23 |
| benzoic acid | ME1044512 | 1.07 | 0.99 | 0.78 | 0.88 | 1.07 | 0.97 | 1.25 | 0.42 | 0.80 | 1.45 | 0.96 | 1.28 | 0.87 | 0.95 | 1.05 | 1.16 | 0.86 | 1.11 |
Factors:
| F1 | Subtype:Basal like | Stage:III | Sample source:Plasma |
| F2 | Subtype:Basal like | Stage:II | Sample source:Plasma |
| F3 | Subtype:Basal like | Stage:NA | Sample source:Plasma |
| F4 | Subtype:Control | Stage:Control | Sample source:Plasma |
| F5 | Subtype:HER2 | Stage:III | Sample source:Plasma |
| F6 | Subtype:HER2 | Stage:II | Sample source:Plasma |
| F7 | Subtype:HER2 | Stage:I | Sample source:Plasma |
| F8 | Subtype:HER2 | Stage:IV | Sample source:Plasma |
| F9 | Subtype:HER2 | Stage:NA | Sample source:Plasma |
| F10 | Subtype:Luminal A | Stage:III | Sample source:Plasma |
| F11 | Subtype:Luminal A | Stage:II | Sample source:Plasma |
| F12 | Subtype:Luminal A | Stage:I | Sample source:Plasma |
| F13 | Subtype:Luminal A | Stage:NA | Sample source:Plasma |
| F14 | Subtype:Luminal B | Stage:III | Sample source:Plasma |
| F15 | Subtype:Luminal B | Stage:II | Sample source:Plasma |
| F16 | Subtype:Luminal B | Stage:I | Sample source:Plasma |
| F17 | Subtype:Luminal B | Stage:IV | Sample source:Plasma |
| F18 | Subtype:Luminal B | Stage:NA | Sample source:Plasma |